The afternoon sun glinted off the newly excavated time capsule. The historian, Professor Eleanor Vance, felt a lightness she hadn't anticipated. She was used to dusty archives and solemn pronouncements. Inside the box was a collection of bizarre objects including a half-finished knitting project, a rubber chicken, and a pressed flower. She closed her eyes, a smile dancing at the corners of her mouth as she recalled her younger self. She wanted to know so much about the past, but she never imagined it would be so ridiculous.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
’-0.473
ness-0.437
urges-0.403